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InteractionPoweR
View on CRAN: Click
here
Download and install InteractionPoweR package within the R console
Install from CRAN:
install.packages("InteractionPoweR")
Install from Github:
library("remotes")
install_github("cran/InteractionPoweR")
Install by package version:
library("remotes")
install_version("InteractionPoweR", "0.2.1")
Attach the package and use:
library("InteractionPoweR")
Maintained by
David Baranger
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-08-24
Latest Update: 2023-04-18
Description:
Power analysis for regression models which test the interaction of
two independent variables on a single dependent variable. Includes options
for continuous, binary, or ordinal variables, as well as correlated
interacting variables. Also includes options to specify variable reliability.
Power analyses can be done either analytically or via simulation. Includes
tools for simulating single data sets and visualizing power analysis results.
The primary functions are power_interaction_r2() and power_interaction().
Please cite as: Baranger DAA, Finsaas MC, Goldstein BL, Vize CE, Lynam DR,
Olino TM (2022). "Tutorial: Power analyses for interaction effects in
cross-sectional regressions." .
How to cite:
David Baranger (2022). InteractionPoweR: Power Analyses for Interaction Effects in Cross-Sectional Regressions. R package version 0.2.1, https://cran.r-project.org/web/packages/InteractionPoweR
Other packages that cited InteractionPoweR R package
View InteractionPoweR citation profile
Other R packages that InteractionPoweR depends,
imports, suggests or enhances
Functions, R codes and Examples using
the InteractionPoweR R package
Some associated functions: compute_adjustment . generate_interaction . name_key . norm2ordinal . plot_interaction . plot_power_curve . plot_simple_slope . power_estimate . power_interaction . power_interaction_r2 . test_interaction .
Some associated R codes: generate_interaction.R . name_key.R . plot_interaction.R . plot_power_curve.R . plot_simple_slope.R . power_estimate.R . power_interaction.R . power_interaction_r2.R . test_interaction.R . transformation_functions.R . Full InteractionPoweR package functions and examples
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